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Updated: Jan 23, 2026

Assessment of Physical Activity Intensity with Accelerometers and Oxygen Consumption
Published on: June 20, 2025
Do accelerometer-based physical activity patterns differentially affect cardiorespiratory fitness? A growth mixture
Sophie Baumann1,2,3, Diana Guertler4,5, Franziska Weymar4,5,6
1Institute and Policlinic for Occupational and Social Medicine, Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany. sophie.baumann@mailbox.tu-dresden.de.
Abstract:
Findings on the association between cardiorespiratory fitness (CRF) and moderate-to-vigorous physical activity (MVPA) may be distorted if patterns of accumulated MVPA over a week exist but are ignored. Our aim was to identify MVPA patterns and to associate them to CRF. Two hundred twenty-four 40-75-year-old adults wore accelerometers for 7 days. CRF was measured by peak oxygen uptake (V'O2,peak) assessed on a cycle ergometer via standardized cardiopulmonary exercise testing. Growth mixture modeling indicated four MVPA patterns: "low/stable" (57%, Mean MVPA time (M) = 21 min day-1), "medium/stable" (20%, M = 46 min day-1), "medium/weekend high" (14%, M = 47 min day-1), and "high/weekend low" (9%, M = 71 min day-1). V'O2,peak was higher for persons with "high/weekend low" and "medium/weekend high" patterns compared to "low/stable" and "medium/stable" (p values < 0.001). The same total amount of MVPA may have greater benefit if performed on fewer days during the week but with a longer duration than if performed every day but with a lower duration.
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